{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T06:15:37Z","timestamp":1783491337293,"version":"3.55.0"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,3,15]],"date-time":"2018-03-15T00:00:00Z","timestamp":1521072000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61370210"],"award-info":[{"award-number":["61370210"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"New Century Excellent Talents in Fujian Province","award":["SX2015-01"],"award-info":[{"award-number":["SX2015-01"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Wireless Com Network"],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1186\/s13638-018-1069-6","type":"journal-article","created":{"date-parts":[[2018,3,15]],"date-time":"2018-03-15T09:34:16Z","timestamp":1521106456000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["Data quality analysis and cleaning strategy for wireless sensor networks"],"prefix":"10.1186","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0768-7859","authenticated-orcid":false,"given":"Hongju","family":"Cheng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Danyang","family":"Feng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaobin","family":"Shi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chongcheng","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,3,15]]},"reference":[{"key":"1069_CR1","doi-asserted-by":"publisher","unstructured":"C Batini, M Scannapieco, Data quality: concepts, methodologies and techniques (Springer Publishing Company, 2010). \n                    https:\/\/doi.org\/10.1007\/3-540-33173-5%2010.1109%2FICCSE.2012.88","DOI":"10.1007\/3-540-33173-5%2010.1109%2FICCSE.2012.88"},{"issue":"1","key":"1069_CR2","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1145\/972374.972396","volume":"34","author":"D Ganesan","year":"2004","unstructured":"D Ganesan, S Ratnasamy, H Wang, et al., Coping with irregular spatio-temporal sampling in sensor networks. ACM Sigcomm Comput Communication Rev 34(1), 125\u2013130 (2004). \n                    https:\/\/doi.org\/10.1145\/972374.972396","journal-title":"ACM Sigcomm Comput Communication Rev"},{"key":"1069_CR3","doi-asserted-by":"publisher","unstructured":"A Karkouch, H Mousannif, HA Moatassime, et al., Data quality in internet of things: a state-of-the-art survey. J Network Comp App 73(57\u201381) (2016). \n                    https:\/\/doi.org\/10.1016\/j.jnca.2016.08.002","DOI":"10.1016\/j.jnca.2016.08.002"},{"issue":"4","key":"1069_CR4","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1007\/s10796-014-9538-x","volume":"18","author":"S Sicari","year":"2016","unstructured":"S Sicari, C Cappiello, FD Pellegrini, et al., A security-and quality-aware system architecture for Internet of Things. Inf. Syst. Front. 18(4), 665\u2013677 (2016). \n                    https:\/\/doi.org\/10.1007\/s10796-014-9538-x","journal-title":"Inf. Syst. Front."},{"issue":"2","key":"1069_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1577840.1577845","volume":"1","author":"A Klein","year":"2009","unstructured":"A Klein, W Lehner, Representing data quality in sensor data streaming environments. J Data and Inf Qual 1(2), 1\u201328 (2009). \n                    https:\/\/doi.org\/10.1145\/1577840.1577845","journal-title":"J Data and Inf Qual"},{"key":"1069_CR6","series-title":"IEEE 15th International Conference on Computational Science and Engineering (CSE)","doi-asserted-by":"publisher","first-page":"602","DOI":"10.1109\/ICCSE.2012.88","volume-title":"Data quality observation in pervasive environments","author":"F Li","year":"2012","unstructured":"F Li, S Nastic, S Dustdar, Data quality observation in pervasive environments, IEEE 15th International Conference on Computational Science and Engineering (CSE), 602\u2013609 (2012). \n                    https:\/\/doi.org\/10.1109\/ICCSE.2012.88"},{"key":"1069_CR7","doi-asserted-by":"publisher","unstructured":"W Fan, S Ma, N Tang, et al., Interaction between record matching and data repairing. J Data Inf Qual. 4(4), 16 (2014). DOI: \n                    https:\/\/doi.org\/10.1145\/2567657","DOI":"10.1145\/2567657"},{"issue":"7","key":"1069_CR8","doi-asserted-by":"publisher","first-page":"1626","DOI":"10.1007\/s10115-011-0474-5","volume":"27","author":"XO Ding","year":"2016","unstructured":"XO Ding, HZ Wang, XY Zhang, et al., Research on the relationship of data quality with many kinds of properties. J Software 27(7), 1626\u20131644 (2016). \n                    https:\/\/doi.org\/10.1007\/s10115-011-0474-5","journal-title":"J Software"},{"issue":"6","key":"1069_CR9","doi-asserted-by":"publisher","first-page":"3403","DOI":"10.1109\/JSEN.2015.2388498","volume":"15","author":"O Ghorbel","year":"2015","unstructured":"O Ghorbel, W Ayedi, H Snoussi, et al., Fast and efficient outlier detection method in wireless sensor networks. IEEE Sensors J. 15(6), 3403\u20133411 (2015). \n                    https:\/\/doi.org\/10.1109\/JSEN.2015.2388498","journal-title":"IEEE Sensors J."},{"key":"1069_CR10","doi-asserted-by":"publisher","unstructured":"Y Zhuang, L Chen, In-network outlier cleaning for data collection in sensor networks. Int'l VLDB workshop on clean databases, Cleandb (2006). Seoul Korea. DBLP (2006). DOI: \n                    https:\/\/doi.org\/10.1007\/s10115-011-0474-5","DOI":"10.1007\/s10115-011-0474-5"},{"issue":"1","key":"1069_CR11","doi-asserted-by":"publisher","first-page":"43","DOI":"10.4208\/aamm.2015.m1115","volume":"9","author":"A Hamrani","year":"2016","unstructured":"A Hamrani, I Belaidi, E Monteiro, et al., On the factors affecting the accuracy and robustness of smoothed-radial point interpolation method. Adv. Appl. Math. Mech. 9(1), 43\u201372 (2016). \n                    https:\/\/doi.org\/10.4208\/aamm.2015.m1115","journal-title":"Adv. Appl. Math. Mech."},{"issue":"1","key":"1069_CR12","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/j.inffus.2012.08.007","volume":"15","author":"YY Li","year":"2014","unstructured":"YY Li, LE Parker, Nearest neighbor imputation using spatial\u2013temporal correlations in wireless sensor networks. Inf Fusion 15(1), 64\u201379 (2014). \n                    https:\/\/doi.org\/10.1016\/j.inffus.2012.08.007","journal-title":"Inf Fusion"},{"issue":"23","key":"1069_CR13","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-0-387-39940-9","volume":"23","author":"E Rahm","year":"2000","unstructured":"E Rahm, HD Hong, Data cleaning: problems and current approaches. IEEE Data Eng Bull 23(23), 3\u201313 (2000). \n                    https:\/\/doi.org\/10.1007\/978-0-387-39940-9","journal-title":"IEEE Data Eng Bull"},{"key":"1069_CR14","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1007\/978-1-4614-6309-2_2","volume-title":"A survey of model-based sensor data acquisition and management. Managing and mining sensor data","author":"S Sathe","year":"2013","unstructured":"S Sathe, TG Papaioannou, H Jeung, et al., A survey of model-based sensor data acquisition and management. Managing and mining sensor data (Springer, US, 2013), pp. 9\u201350. \n                    https:\/\/doi.org\/10.1007\/978-1-4614-6309-2_2"},{"key":"1069_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6309-2","volume-title":"Managing and mining sensor data","author":"CC Aggarwal","year":"2013","unstructured":"CC Aggarwal, Managing and mining sensor data, Springer US (2013). \n                    https:\/\/doi.org\/10.1007\/978-1-4614-6309-2"},{"issue":"4","key":"1069_CR16","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1080\/07421222.1996.11518099","volume":"12","author":"RY Wang","year":"1995","unstructured":"RY Wang, DM Strong, Beyond accuracy: what data quality means to data consumers. J. Manag. Inf. Syst. 12(4), 5\u201333 (1995). \n                    https:\/\/doi.org\/10.1080\/07421222.1996.11518099","journal-title":"J. Manag. Inf. Syst."},{"key":"1069_CR17","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/978-3-540-87877-3_6","volume-title":"Towards a compositional semantic account of data quality attributes. International Conference on Conceptual Modeling ER 2008","author":"L Jiang","year":"2008","unstructured":"L Jiang, A Borgida, J Mylopoulos, Towards a compositional semantic account of data quality attributes. International Conference on Conceptual Modeling ER 2008 (2008), pp. 55\u201368. \n                    https:\/\/doi.org\/10.1007\/978-3-540-87877-3_6"},{"key":"1069_CR18","doi-asserted-by":"publisher","unstructured":"C Zhang, X Zhou, C Gao, C Wang, On improving the precision of localization with gross error removal. IEEE ICDCS (2008). 144\u2013149. DOI: \n                    https:\/\/doi.org\/10.1109\/ICDCSWorkshops.2008.44","DOI":"10.1109\/ICDCSWorkshops.2008.44"},{"key":"1069_CR19","doi-asserted-by":"publisher","unstructured":"M Suzuki, S Saruwatari, N Kurata, et al., A quantitative error analysis of synchronized sampling on wireless sensor networks for earthquake monitoring. ACM Conference Embedded Network Sens Syst, 417\u2013418 (2008). \n                    https:\/\/doi.org\/10.1145\/1460412.1460481","DOI":"10.1145\/1460412.1460481"},{"issue":"1","key":"1069_CR20","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1016\/j.ins.2015.09.039","volume":"329","author":"H Cheng","year":"2016","unstructured":"H Cheng, S Zhihuang, N Xiong, X Yang, Energy-efficient nodes scheduling algorithms for wireless sensor networks using Markov random field model. Inf Sci Volume 329(1), 461\u2013477 (February 2016). \n                    https:\/\/doi.org\/10.1016\/j.ins.2015.09.039","journal-title":"Inf Sci Volume"}],"container-title":["EURASIP Journal on Wireless Communications and Networking"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-018-1069-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13638-018-1069-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-018-1069-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,14]],"date-time":"2019-03-14T20:08:11Z","timestamp":1552594091000},"score":1,"resource":{"primary":{"URL":"https:\/\/jwcn-eurasipjournals.springeropen.com\/articles\/10.1186\/s13638-018-1069-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,15]]},"references-count":20,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["1069"],"URL":"https:\/\/doi.org\/10.1186\/s13638-018-1069-6","relation":{},"ISSN":["1687-1499"],"issn-type":[{"value":"1687-1499","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,3,15]]},"assertion":[{"value":"2 January 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 February 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 March 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"61"}}